#llama-2

Prompt Engineering with Llama 2 & 3: My Learning Journey

I recently completed a course on Prompt Engineering with Llama 2 and Llama 3, and it helped me understand the Llama ecosystem from both a…

A Complete Breakdown of GPU Memory Requirement for LLM Training

Imagine this.

Instruction Fine-Tuning LLMs: Complete Guide with Python Code (GPT-2, Llama, Alpaca Dataset)

Understanding the mechanics of teaching language models to follow your instructions

The Llama Model Family: Architecture Evolution from Llama (1) to Llama 4

An Informative Explanation of Llama architectures with good visualizations (I hope)

How OpenMP Powers the Attention Layer

Matrix multiplication (matmul) is the heart of the attention mechanism in transformer-based large language models (LLMs) like LLaMA2. Every…

Training a Vision Language Model from scratch (VLM multi-modal)

So after my previous blog on LLM from scratch i thought about training a model for generating text based on user text and image input. Most…

Efficient Feature Extraction with LoRA-Enhanced LLaMA: Optimizing Memory for Large-Scale…

Introduction

From Tokens to APIs — Exploring the Layers of Language Models

As technology accelerates, one thing becomes clear: understanding the tools of tomorrow is a necessity, not an option. This week, I delved…

Discover How the Latest AI Innovations Are Shaping Our World!

Artificial Intelligence (AI) is rapidly transforming the way we live, work, and interact with the world around us. As we dive deeper into…

The Decentralisation Myth: Why Your AI System Isn’t as Decentralised as You Think

When it comes to AI, decentralisation sounds like the magic word. Everyone’s talking about it. Especially in industries like non-profits…

Executando LLMs em CPU: Bode e LLaMa.cpp

Os modelos de linguagem de grande porte (LLMs) têm se tornado cada vez mais poderosos e versáteis, trazendo grandes avanços para a área de…

Building an LLM Chatbot on a Mac M1

This is a tutorial on how to integrate a generative model as a local server using LLAMA2 and **GASP** “CPU” like resources.

[ DEVOCEAN] LLM OT LIAMA2 한국어 파인튜닝

머리말

不用find-tune也能保證Llama 2不亂說話！善用“Grammar”客製化輸出內容

LLM（Large Language Module）最讓人詬病的問題之一是「亂說話」，得到不是預期的回應。 本篇文章介紹如何利用文法（Grammar）規則限縮Llama 2的生成內容，讓輸出維持在可控範圍同時保留LLM發揮創意、生成內容的優勢。

Phi-2: Microsoft’s Breakthrough in Small Language Models

Introduction

Exploring and building the LLaMA 3 Architecture : A Deep Dive into Components, Coding, and…

Meta is stepping up its game in the artificial intelligence (AI) race with the introduction of its new open-source AI model, Llama 3…

Grouped-query attention이란 무엇인가?

최근 발표된 성능 좋은 오픈소스 모델은 대부분 Attention을 개선하여 성능을 개선시키고 있는 것 같습니다. 이번 포스트에서는 Meta의 Llama2와 Google의 gemma에서 사용된 GQA와 MQA에 대해서 알아보려고 합니다.

Four days ago, a study was published that really got me thinking.

Dynamic Memory Compression as a solution to low inference speed in pre-trained LLMs.

Exploring delivery methods for LLMs to customers

By: Mariia Ponomarenko & Kyryl Truskovskyi

Fine-Tuning CodeLlama for Advanced Text-to-SQL Queries with PEFT and Accelerate

Why Finetune Code Llama 70B on SQL dataset ?

Explorando o Bode: O mais novo LLM em Português

S e você já se aventurou pelo vasto universo da inteligência artificial e do processamento de linguagem natural, provavelmente já se…

Experimenting with fine-tuning: Llama 2, Mistral and Zephyr

By: Benjamin Ye & Rohit Saha

Install and Run Llama2 on Windows/WSL Ubuntu distribution in 1 hour, Llama2 is a large language…

Welcome to our comprehensive guide on setting up Llama2 on your local server. The original text is on our Wordpress Blog …

TAIDE 模型介紹— 帶有台灣味的大型語言模型

看完文章後歡迎按鼓勵，訂閱，並分享給所有想知道此類知識的所有人！

The Practical Guide to LLMs: Llama 2

By: Rohit Saha, Royal Sequeira, Mariia Ponomarenko & Kyryl Truskovskyi

“Large Language Models and…Ghosting?”

Worry not, I am obviously not talking about ghosting, the act of “abruptly ending communication with someone without explanation”. If LLMs…

Llama 2 — an advanced, open-source successor to Llama 1!

In this Blog:

Demystifying Code Llama: A Groundbreaking AI for Coding

As a Machine Learning engineer, I’m always on the lookout for the latest advancements in AI and coding. Recently, my attention was captured…

Extending Context Length in Large Language Models: A Comprehensive Exploration

Machine learning models, particularly those in the field of Natural Language Processing (NLP), Large Language Model (LLM) often grapple…

LLaMa v2: An In-Depth Journey into Meta’s Machine Learning Marvel

Have you ever wondered about the magic behind machine learning models, the intricate and fascinating process that transforms raw data into…

Decoding LLaMA v2: A ML Engineer’s Journey Through the AI Revolution